Triple

T11302846
Position Surface form Disambiguated ID Type / Status
Subject Dagbani language E267637 entity
Predicate isTaughtAt P770 FINISHED
Object University for Development Studies
The University for Development Studies is a public university in northern Ghana known for its focus on community-based education, research, and development in underserved regions.
 E916946 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: University for Development Studies | Statement: [Dagbani language, isTaughtAt, University for Development Studies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: University for Development Studies
Context triple: [Dagbani language, isTaughtAt, University for Development Studies]
  • A. Sojo University
    Sojo University is a private higher education institution located in Kumamoto, Japan, known for its programs in science, engineering, and pharmaceutical sciences.
  • B. Ghana Institute of Management and Public Administration
    The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
  • C. International University of Africa
    The International University of Africa is a Khartoum-based institution of higher education known for attracting students from across the Muslim and African worlds and emphasizing Islamic and African studies.
  • D. University of Venda
    The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
  • E. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: University for Development Studies
Triple: [Dagbani language, isTaughtAt, University for Development Studies]
Generated description
The University for Development Studies is a public university in northern Ghana known for its focus on community-based education, research, and development in underserved regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: University for Development Studies
Target entity description: The University for Development Studies is a public university in northern Ghana known for its focus on community-based education, research, and development in underserved regions.
  • A. Sojo University
    Sojo University is a private higher education institution located in Kumamoto, Japan, known for its programs in science, engineering, and pharmaceutical sciences.
  • B. Ghana Institute of Management and Public Administration
    The Ghana Institute of Management and Public Administration is a leading public tertiary institution in Ghana specializing in management, business, leadership, and public administration education and training.
  • C. International University of Africa
    The International University of Africa is a Khartoum-based institution of higher education known for attracting students from across the Muslim and African worlds and emphasizing Islamic and African studies.
  • D. University of Venda
    The University of Venda is a South African public university located in Thohoyandou, Limpopo, known for serving rural communities and offering a wide range of undergraduate and postgraduate programs.
  • E. Nkumba University
    Nkumba University is a private higher education institution in Uganda known for offering a range of undergraduate and postgraduate programs in fields such as business, education, social sciences, and applied sciences.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aac993a08190a6f36445ebaf9a43 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9a5c3788190ba54eda514b97903 completed April 9, 2026, 6:02 p.m.
NED1 Entity disambiguation (via context triple) batch_69e50a57366081908a05fc52c5d4074c completed April 19, 2026, 5:01 p.m.
NEDg Description generation batch_69e510f9edb4819097e9fa1ce85504ed completed April 19, 2026, 5:29 p.m.
NED2 Entity disambiguation (via description) batch_69e516bec3e481909cbd0d9c683d2191 completed April 19, 2026, 5:54 p.m.
Created at: April 8, 2026, 9:32 p.m.